🔍 AI Code Detection Report - ai-code-scan

📅 Generated: 2026-02-12 17:29:55 📁 Files: 901 📊 Dimensions: 16

📊 Analysis Summary

901
Files Analyzed
10.8%
Avg AI Probability
0
Likely AI (≥75%)
901
Likely Human (<35%)

Distribution by AI Probability

Likely Human (0-35%): 901 Mixed (35-55%): 0 Possibly AI (55-75%): 0 Likely AI (75-100%): 0

📄 File Analysis Results

📄 /Users/robertbrown/CODE/ai-code-scan/services/contract-testing/test-api-contracts.py

LIKELY HUMAN-WRITTEN
28.8% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
30%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
20%
📖 Documentation
40%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
15%
📚 Textbook Patterns
0%
📦 Over-Modularization
20%
🎯 Perfect Consistency
80%
👤 Contextual Quirks
50%
💎 Formatting Perfection
40%
🔔 Obvious Comments
20%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 111] Add operation: # Add the Bearer token to the headers if authentication is required
  • [Line 124] Function call: # Call the API
🛡️ Defensive Coding
  • Excessive type checks: 4 isinstance calls
📦 Small Functions
  • load_json_from_file (2 lines)
  • validate_json_structure (0 lines)
  • build_url (3 lines)
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyOver ModularizedUnnaturally Perfect ConsistencyLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/remove-app.py

LIKELY HUMAN-WRITTEN
24.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
30%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
40%
📖 Documentation
40%
✨ Formatting
0%
🚀 Modern Syntax
92%
🔍 Enhanced Comments
20%
🔒 Defensive Coding
15%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
15%
💎 Formatting Perfection
20%
🔔 Obvious Comments
20%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 165] Condition check: # Check if script name contains app name (e.g., "lint:my-app", "my-app
  • [Line 168] Condition check: # Check if script command references the workspace
  • [Line 171] Remove operation: # Remove the reference to this workspace from the command
  • [Line 344] Get operation: # Get available apps
  • [Line 355] Get operation: # Get user selection
🛡️ Defensive Coding
  • Many try blocks: 10
📦 Small Functions
  • get_script_dir (1 lines)
  • get_clients_dir (1 lines)
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No commented-out code

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyUnnaturally Perfect Consistency

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/mock-authentication-service/src/test/java/com/alpha/omega/mockauthentication/service/MockAuthenticationServiceTest.java

LIKELY HUMAN-WRITTEN
23.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
40%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
60%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 102] Condition check: // Check if login was successful (has tokens, not error response)
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Obvious Comments DetectedUnnaturally Perfect ConsistencyLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/exception/SecretParsingExceptionTest.java

LIKELY HUMAN-WRITTEN
23.0% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
70%
✨ Formatting
50%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingModern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/service/HealthRecordServiceTest.java

LIKELY HUMAN-WRITTEN
22.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
40%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
60%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 279] Verification: // Verify that the pageable has ascending sort
  • [Line 308] Verification: // Verify that the page size is limited to 100
  • [Line 331] Verification: // Verify that the pageable has the correct sort field
🤖 AI-Typical Phrases
  • // Verify that the pageable has ascending sort
  • // Verify that the page size is limited to 100
  • // Verify that the pageable has the correct sort field
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Ai Typical Comment PhrasesUnnaturally Perfect ConsistencyLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/services/formfactory-pdf-schema/mock_lambda_function.py

LIKELY HUMAN-WRITTEN
21.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
30%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
20%
📖 Documentation
40%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
20%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
10%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 19] Add operation: # Add option to return different schema types for testing
  • [Line 45] Initialize statement: # Initialize AWS clients for local development
  • [Line 300] Initialize statement: # Initialize SQS Consumer
🛡️ Defensive Coding
  • Many try blocks: 14
  • Repeated conditions: 2
📦 Small Functions
  • stop (3 lines)
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No common abbreviations (cfg, ctx, env, msg, etc.)

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/claim-service/src/test/java/com/alpha/omega/claim/service/impl/ClaimServiceImplTest.java

LIKELY HUMAN-WRITTEN
21.4% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
80%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/service-archetype/src/main/resources/archetype-resources/src/main/java/controller/__entityName__Controller.java

LIKELY HUMAN-WRITTEN
21.4% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
80%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/src/services/permitService.test.ts

LIKELY HUMAN-WRITTEN
20.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
40%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 41] Expectation comment: // Should be different array instances
  • [Line 74] Get operation: // Get initial count
  • [Line 85] Get operation: // Get updated list
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/services/formfactory-code-gen/mock_lambda_function.py

LIKELY HUMAN-WRITTEN
20.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
20%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
40%
📖 Documentation
30%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
15%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

🛡️ Defensive Coding
  • Many try blocks: 8
  • Repeated conditions: 1
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/repositories/ProviderRepository.java

LIKELY HUMAN-WRITTEN
20.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
30%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
70%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/services/formFactoryService.test.ts

LIKELY HUMAN-WRITTEN
19.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
40%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 209] Function call: // Call multiple times should be safe
  • [Line 324] Expectation comment: // Should be Error instance
  • [Line 333] Function call: // Call multiple times in parallel
🤖 AI-Typical Phrases
  • // Both should contain "Form Factory Service has been disabled"
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/repositories/HealthRecordRepository.java

LIKELY HUMAN-WRITTEN
19.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
30%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
70%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/validations/formData.ts

LIKELY HUMAN-WRITTEN
19.2% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
40%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingPerfect FormattingModern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-fileupload/src/test/java/com/alpha/omega/fileupload/exception/exceptionhandler/CustomExceptionHandlerTest.java

LIKELY HUMAN-WRITTEN
19.0% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/exception/DocumentProcessingExceptionTest.java

LIKELY HUMAN-WRITTEN
19.0% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/test/java/com/alpha/omega/employeeservice/exception/GlobalExceptionHandlerTest.java

LIKELY HUMAN-WRITTEN
18.8% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
80%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 214] Test assertion comment: // The map should contain the last error message for the field
🤖 AI-Typical Phrases
  • // The map should contain the last error message for the field
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/main/java/com/alpha/omega/chatservice/constants/ChatConstants.java

LIKELY HUMAN-WRITTEN
18.7% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
50%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/service/SendEmailServiceImpl.java

LIKELY HUMAN-WRITTEN
18.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
20%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
40%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 52] Condition check: // Check if we should use local/mock SES (LocalStack)
  • [Line 112] Update operation: // Update email record with SES message ID and save
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyObvious Comments DetectedUnnaturally Perfect ConsistencyLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/services/formfactory-pdf-schema/lambda_function.py

LIKELY HUMAN-WRITTEN
18.0% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
40%
📖 Documentation
30%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
35%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

🛡️ Defensive Coding
  • None check: if schema is not None
  • Excessive type checks: 4 isinstance calls
  • Many try blocks: 11
  • Repeated conditions: 4
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/dto/DocumentResponseDto.java

LIKELY HUMAN-WRITTEN
18.0% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/config/SecurityConfigTest.java

LIKELY HUMAN-WRITTEN
17.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
40%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
60%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 45] Verification: // Verify that the configuration methods were called
  • [Line 54] Test description: // Test that the method is annotated with @Bean
  • [Line 64] Verification: // Verify that the class has the correct annotations
🤖 AI-Typical Phrases
  • // Verify that the configuration methods were called
  • // Test that the method is annotated with @Bean
  • // Verify that the class has the correct annotations
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Ai Typical Comment PhrasesLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/redux/project-slices/familyMemberSlice.ts

LIKELY HUMAN-WRITTEN
17.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
40%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 143] Get operation: // Get all family members
  • [Line 158] Get operation: // Get family member by ID
  • [Line 187] Update operation: // Update family member
  • [Line 244] Get operation: // Get family members by employee ID
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/repository/DynamoDbDocumentRepositoryTest.java

LIKELY HUMAN-WRITTEN
17.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/exception/StatusMessageProcessingExceptionTest.java

LIKELY HUMAN-WRITTEN
17.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/repository/DynamoDbDocumentRepository.java

LIKELY HUMAN-WRITTEN
17.8% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/service/AppointmentService.java

LIKELY HUMAN-WRITTEN
17.8% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
80%
👤 Contextual Quirks
30%
💎 Formatting Perfection
0%
🔔 Obvious Comments
20%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 135] Update operation: // Update existing appointment
  • [Line 147] Object creation: // Create new appointment
  • [Line 166] Assignment: // Assign provider to appointment
  • [Line 465] Get operation: // Get provider info from first appointment
  • [Line 469] Get operation: // Get all specialties for this provider and convert to list
👤 Missing Human Quirks
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/redux/project-slices/employeeSlice.ts

LIKELY HUMAN-WRITTEN
17.7% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
60%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 168] Get operation: // Get all employees
  • [Line 183] Get operation: // Get employee by ID
  • [Line 197] Get operation: // Get employee by email
  • [Line 226] Update operation: // Update employee
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/test/java/com/alpha/omega/workflowengine/strategy/TransitionStrategyRegistryTest.java

LIKELY HUMAN-WRITTEN
17.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
20%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
9%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/test/java/com/alpha/omega/notificationservice/dto/UserNotificationRequestDTOTest.java

LIKELY HUMAN-WRITTEN
17.5% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingModern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/security/user/UserContextPermissionsServiceTest.java

LIKELY HUMAN-WRITTEN
17.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/exception/UserNotFoundExceptionTest.java

LIKELY HUMAN-WRITTEN
17.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/controller/HealthRecordControllerTest.java

LIKELY HUMAN-WRITTEN
17.5% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingModern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/repository/ApplicationRepository.java

LIKELY HUMAN-WRITTEN
17.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/test/java/com/alpha/omega/notificationservice/controller/errors/GlobalExceptionHandlerTest.java

LIKELY HUMAN-WRITTEN
17.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
80%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/config/OpenApiConfigTest.java

LIKELY HUMAN-WRITTEN
17.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
80%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/service/UserAuthorityService.java

LIKELY HUMAN-WRITTEN
17.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
40%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
60%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 35] Condition check: // Check if role is allowed to perform transition
  • [Line 54] Get operation: // Get the required roles for this transition
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Obvious Comments DetectedUnnaturally Perfect ConsistencyLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/mock-authentication-service/src/main/java/com/alpha/omega/mockauthentication/config/CorsConfig.java

LIKELY HUMAN-WRITTEN
17.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/claim-service/src/main/java/com/alpha/omega/claim/exception/GlobalExceptionHandler.java

LIKELY HUMAN-WRITTEN
17.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/config/JwtConverterTest.java

LIKELY HUMAN-WRITTEN
17.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/service-archetype/src/main/resources/archetype-resources/src/main/java/exception/GlobalExceptionHandler.java

LIKELY HUMAN-WRITTEN
17.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/auth/token-parser.test.ts

LIKELY HUMAN-WRITTEN
17.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
20%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 239] Expectation comment: // Should be approximately 1 hour (3600000 ms), allowing for test exec
  • [Line 252] Expectation comment: // Should be approximately 5 minutes (300000 ms)
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/claim-service/src/test/java/com/alpha/omega/claim/controller/ClaimControllerTest.java

LIKELY HUMAN-WRITTEN
17.1% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/service/ReportServiceTest.java

LIKELY HUMAN-WRITTEN
17.1% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
80%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 152] Verification: // Verify that AppointmentSpecification.getReportSpec is called implic
🤖 AI-Typical Phrases
  • // Verify that AppointmentSpecification.getReportSpec is called implicitly
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/exception/ExceptionHandlerTest.java

LIKELY HUMAN-WRITTEN
17.1% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
80%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/service-archetype/src/main/resources/archetype-resources/src/main/java/entity/__entityName__Entity.java

LIKELY HUMAN-WRITTEN
17.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/service-archetype/src/main/resources/archetype-resources/src/main/java/service/impl/__entityName__ServiceImpl.java

LIKELY HUMAN-WRITTEN
17.1% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/test/java/com/alpha/omega/employeeservice/config/OpenApiConfigTest.java

LIKELY HUMAN-WRITTEN
17.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
10%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 176] Expectation comment: // Should be different object instances but with same content
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/controller/AppointmentController.java

LIKELY HUMAN-WRITTEN
17.0% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
20%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/complex-components/InPageNavigation/InPageNavigation.types.ts

LIKELY HUMAN-WRITTEN
17.0% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/feedback/Modal/Modal.types.ts

LIKELY HUMAN-WRITTEN
16.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/data/Charts/Chart.mocks.ts

LIKELY HUMAN-WRITTEN
16.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
20%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
80%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/data/DataTable/DataTable.types.ts

LIKELY HUMAN-WRITTEN
16.9% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/src/store.ts

LIKELY HUMAN-WRITTEN
16.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
20%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
60%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 5] Import statement: // Import endpoints to register them with their respective APIs
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/src/utils/api-error.test.ts

LIKELY HUMAN-WRITTEN
16.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
20%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/hooks/sectionLookup.context.ts

LIKELY HUMAN-WRITTEN
16.9% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
60%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 3] Definition: // Define the context type
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/test/java/com/alpha/omega/authentication/service/AWSCognitoServiceTest.java

LIKELY HUMAN-WRITTEN
16.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
10%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 742] Verification: // Verify that user creation was NOT called due to validation failure
  • [Line 778] Verification: // Verify that user creation was attempted
  • [Line 809] Verification: // Verify that user creation was NOT called due to CSV error
  • [Line 941] Verification: // Verify that user creation was attempted - this should now work
  • [Line 1053] Verification: // Verify that user creation was NOT called due to validation failure
🤖 AI-Typical Phrases
  • // Verify that user creation was NOT called due to validation failure
  • // Verify that user creation was attempted
  • // Verify that user creation was NOT called due to CSV error
  • // Verify that user creation was attempted - this should now work
  • // Verify that user creation was NOT called due to validation failure
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/src/redux/api/permitFlowApi.test.ts

LIKELY HUMAN-WRITTEN
16.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
10%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 45] Import statement: // Import after mocking
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/test/java/com/alpha/omega/formservice/dto/OutputDTOTest.java

LIKELY HUMAN-WRITTEN
16.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/complex-components/DatePicker/DatePicker.types.ts

LIKELY HUMAN-WRITTEN
16.6% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/complex-components/DateRangePicker/DateRangePicker.types.ts

LIKELY HUMAN-WRITTEN
16.6% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/redux/project-slices/insurancePolicySlice.ts

LIKELY HUMAN-WRITTEN
16.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
30%
💎 Formatting Perfection
0%
🔔 Obvious Comments
40%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 161] Get operation: // Get all insurance policies
  • [Line 176] Get operation: // Get insurance policy by ID
  • [Line 205] Update operation: // Update insurance policy
  • [Line 263] Get operation: // Get insurance policies by employee ID
  • [Line 277] Get operation: // Get active policies
👤 Missing Human Quirks
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-fileupload/src/main/java/com/alpha/omega/fileupload/config/CorsConfig.java

LIKELY HUMAN-WRITTEN
16.4% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/exception/DocumentRepositoryExceptionTest.java

LIKELY HUMAN-WRITTEN
16.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/repositories/AppointmentRepository.java

LIKELY HUMAN-WRITTEN
16.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
70%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/test/java/com/alpha/omega/formservice/service/KafkaConsumerServiceTest.java

LIKELY HUMAN-WRITTEN
16.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
30%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
70%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/test/java/com/alpha/omega/ocrservice/config/CorsConfigTest.java

LIKELY HUMAN-WRITTEN
16.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
75%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/test/java/com/alpha/omega/ocrservice/config/AWSConfigTest.java

LIKELY HUMAN-WRITTEN
16.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/test/java/com/alpha/omega/employeeservice/mapper/InsurancePolicyMapperTest.java

LIKELY HUMAN-WRITTEN
16.3% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 136] Set variable: // Set endDate to a future date to avoid null pointer in status calcul
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingModern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/test/java/com/alpha/omega/notificationservice/exception/EmailSendExceptionTest.java

LIKELY HUMAN-WRITTEN
16.3% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/mock-authentication-service/src/test/java/com/alpha/omega/mockauthentication/domain/UserPoolsTest.java

LIKELY HUMAN-WRITTEN
16.3% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
60%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 10] Definition: // Define expected enum names in order
  • [Line 13] Definition: // Define expected username keywords in order
  • [Line 17] Definition: // Define expected descriptions in order
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/controller/MonitoringControllerTest.java

LIKELY HUMAN-WRITTEN
16.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/domain/BaseEntityTest.java

LIKELY HUMAN-WRITTEN
16.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/dto/EmployeeResponseTest.java

LIKELY HUMAN-WRITTEN
16.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/dto/notification/UserNotificationRequestTest.java

LIKELY HUMAN-WRITTEN
16.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/test/java/com/alpha/omega/formservice/dto/ApplicationDTOTest.java

LIKELY HUMAN-WRITTEN
16.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/admin-app/src/store.test.ts

LIKELY HUMAN-WRITTEN
16.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
40%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
20%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 20] Test description: // Test that the store can dispatch actions
🤖 AI-Typical Phrases
  • // Check that the store has the expected state shape
  • // The auth slice should be initialized
  • // Test that the store can dispatch actions
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyAi Typical Comment PhrasesLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/src/store.test.ts

LIKELY HUMAN-WRITTEN
16.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
40%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
20%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 20] Test description: // Test that the store can dispatch actions
🤖 AI-Typical Phrases
  • // Check that the store has the expected state shape
  • // The auth slice should be initialized
  • // Test that the store can dispatch actions
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyAi Typical Comment PhrasesLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/test/java/com/alpha/omega/employeeservice/controller/EmployeeControllerTest.java

LIKELY HUMAN-WRITTEN
16.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/test/java/com/alpha/omega/notificationservice/controller/NotificationsControllerTest.java

LIKELY HUMAN-WRITTEN
16.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/config/AwsConfigTest.java

LIKELY HUMAN-WRITTEN
16.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/config/SqsConfigTest.java

LIKELY HUMAN-WRITTEN
16.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/service/StatusMessageConsumerServiceTest.java

LIKELY HUMAN-WRITTEN
16.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/config/SecurityConfigTest.java

LIKELY HUMAN-WRITTEN
16.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/security/authentication/AuthenticationJwtDecoderFactoryTest.java

LIKELY HUMAN-WRITTEN
16.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/controller/AppointmentControllerTest.java

LIKELY HUMAN-WRITTEN
16.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingModern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/client/NotificationClientImplTest.java

LIKELY HUMAN-WRITTEN
16.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/client/EmployeeServiceClientTest.java

LIKELY HUMAN-WRITTEN
16.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

🤖 AI-Typical Phrases
  • // Then - verify that the request was made with Authorization header
  • // Then - verify that the request was made without Authorization header
  • // Then - verify that the request was made without Authorization header
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/test/java/com/alpha/omega/formservice/dto/FormSubmissionDTOTest.java

LIKELY HUMAN-WRITTEN
16.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/service/impl/FormSubmissionServiceImpl.java

LIKELY HUMAN-WRITTEN
16.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/index.ts

LIKELY HUMAN-WRITTEN
16.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/pages/utils.ts

LIKELY HUMAN-WRITTEN
16.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
20%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
20%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 75] Condition check: // Check if email is the placeholder value 'N/A'
  • [Line 78] Condition check: // Check if email is just whitespace
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyObvious Comments DetectedUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/restapi-springmvc-demo/src/test/java/com/alpha/omega/restapi/controller/UserControllerTest.java

LIKELY HUMAN-WRITTEN
15.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/claim-service/src/main/java/com/alpha/omega/claim/entity/ClaimEntity.java

LIKELY HUMAN-WRITTEN
15.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/repositories/AppointmentSpecificationTest.java

LIKELY HUMAN-WRITTEN
15.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
80%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/controller/InsurancePolicyController.java

LIKELY HUMAN-WRITTEN
15.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
20%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/src/services/permitService.ts

LIKELY HUMAN-WRITTEN
15.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
20%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 81] Object creation: // Create a new application
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/main/java/com/alpha/omega/workflowengine/autoconfigure/WorkflowEngineAutoConfiguration.java

LIKELY HUMAN-WRITTEN
15.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingPerfect FormattingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/restapi-springmvc-demo/src/main/java/com/alpha/omega/restapi/controller/UserController.java

LIKELY HUMAN-WRITTEN
15.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/claim-service/src/main/java/com/alpha/omega/claim/service/impl/ClaimServiceImpl.java

LIKELY HUMAN-WRITTEN
15.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/service/FormSubmissionService.java

LIKELY HUMAN-WRITTEN
15.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/collections/CharacterCount/CharacterCount.types.ts

LIKELY HUMAN-WRITTEN
15.7% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/data/Card/Card.types.ts

LIKELY HUMAN-WRITTEN
15.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/api/types/user.types.ts

LIKELY HUMAN-WRITTEN
15.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/data/languages.ts

LIKELY HUMAN-WRITTEN
15.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/services/adminApi.ts

LIKELY HUMAN-WRITTEN
15.7% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/test/java/com/alpha/omega/notificationservice/NotificationServiceApplicationTest.java

LIKELY HUMAN-WRITTEN
15.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
10%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 32] Test description: // Test that main method doesn't throw exception
  • [Line 147] Test description: // Test that the class has the expected Spring Boot annotations
🤖 AI-Typical Phrases
  • // But we can test that the main method exists and is callable
  • // Test that the class has the expected Spring Boot annotations
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/actions/Link/Link.types.ts

LIKELY HUMAN-WRITTEN
15.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
10%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 22] Add operation: // Add `asCustom` to the provided custom props
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/restapi-springmvc-demo/src/test/java/com/alpha/omega/restapi/repository/UserRepositoryTest.java

LIKELY HUMAN-WRITTEN
15.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
80%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/complex-components/TimePicker/TimePicker.types.ts

LIKELY HUMAN-WRITTEN
15.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/api/types/permit-flow.types.ts

LIKELY HUMAN-WRITTEN
15.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/styles/Colors.ts

LIKELY HUMAN-WRITTEN
15.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/test/java/com/alpha/omega/notificationservice/constant/ConstantTest.java

LIKELY HUMAN-WRITTEN
15.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
20%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
10%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 12] Test description: // Test that the private constructor throws IllegalStateException
  • [Line 24] Test description: // Test that the underlying exception is IllegalStateException
🤖 AI-Typical Phrases
  • // Test that the private constructor throws IllegalStateException
  • // Test that the underlying exception is IllegalStateException
  • // Check that placeholders are properly formatted
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Ai Typical Comment PhrasesUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/hooks/useExternalLink.ts

LIKELY HUMAN-WRITTEN
15.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
20%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
10%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 62] Condition check: // Check if it's the same hostname
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/service/AppointmentServiceTest.java

LIKELY HUMAN-WRITTEN
15.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
67%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-fileupload/src/test/java/com/alpha/omega/fileupload/service/AmazonServiceImplTest.java

LIKELY HUMAN-WRITTEN
15.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/service/SqsService.java

LIKELY HUMAN-WRITTEN
15.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/complex-components/ComboBox/ComboBox.types.ts

LIKELY HUMAN-WRITTEN
15.3% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/test/java/com/alpha/omega/notificationservice/dto/EmailRequestDTOTest.java

LIKELY HUMAN-WRITTEN
15.1% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/security/user/InMemoryUserContextPermissionsServiceTest.java

LIKELY HUMAN-WRITTEN
15.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/test/java/com/alpha/omega/formservice/enums/ApplicationStatusEnumTest.java

LIKELY HUMAN-WRITTEN
15.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/test/java/com/alpha/omega/formservice/enums/SubmissionTypeEnumTest.java

LIKELY HUMAN-WRITTEN
15.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/testing/playwright/accessibility-helpers.ts

LIKELY HUMAN-WRITTEN
15.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
10%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 172] Get operation: // Get focusable elements within modal
🤖 AI-Typical Phrases
  • // Just verify that Tab moves focus to visible elements
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/slices/auth.slice.ts

LIKELY HUMAN-WRITTEN
15.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
10%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 23] Get operation: // Get auth URL from environment
  • [Line 83] Function call: // Call backend to clear httpOnly cookie
  • [Line 121] Update operation: // Update ID token in localStorage
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/database/SecretsManagerServiceTest.java

LIKELY HUMAN-WRITTEN
15.0% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
70%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/dto/SlotDtoTest.java

LIKELY HUMAN-WRITTEN
15.0% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
80%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/main/java/com/alpha/omega/workflowengine/statemachine/WorkflowDefinitionLoader.java

LIKELY HUMAN-WRITTEN
15.0% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
33%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/test/java/com/alpha/omega/employeeservice/service/FamilyMemberServiceTest.java

LIKELY HUMAN-WRITTEN
14.9% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/test/java/com/alpha/omega/employeeservice/service/EmployeeServiceTest.java

LIKELY HUMAN-WRITTEN
14.9% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/test/java/com/alpha/omega/employeeservice/service/InsurancePolicyServiceTest.java

LIKELY HUMAN-WRITTEN
14.9% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingModern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/test/java/com/alpha/omega/notificationservice/config/WebClientConfigTest.java

LIKELY HUMAN-WRITTEN
14.9% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 149] Test description: // Test that the class can be instantiated
🤖 AI-Typical Phrases
  • // Test that the class can be instantiated
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/test/java/com/alpha/omega/notificationservice/domain/AppointmentDetailsTest.java

LIKELY HUMAN-WRITTEN
14.9% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingModern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/org/springframework/cc/SpringTestContext.java

LIKELY HUMAN-WRITTEN
14.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/security/context/ReactiveSecurityContextHelperTest.java

LIKELY HUMAN-WRITTEN
14.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/exception/ReactiveExceptionHandlerTest.java

LIKELY HUMAN-WRITTEN
14.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/dto/AppointmentConfirmationRequestTest.java

LIKELY HUMAN-WRITTEN
14.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/test/java/com/alpha/omega/formservice/service/impl/FormSubmissionServiceImplTest.java

LIKELY HUMAN-WRITTEN
14.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingModern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/hooks/useKeyboardNavigation.ts

LIKELY HUMAN-WRITTEN
14.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
20%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
20%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 177] Condition check: // Check if this index is valid (not disabled)
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyObvious Comments DetectedUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/hooks/useMediaQuery.ts

LIKELY HUMAN-WRITTEN
14.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
20%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
20%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 54] Condition check: // Check if window is available (SSR safety)
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyObvious Comments DetectedUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/admin-app/e2e/app.spec.ts

LIKELY HUMAN-WRITTEN
14.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/e2e/app.spec.ts

LIKELY HUMAN-WRITTEN
14.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/e2e/permit-application.spec.ts

LIKELY HUMAN-WRITTEN
14.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 200] Get operation: // Get the three fields in the first row (Event Type, Number of Guests
  • [Line 233] Get operation: // Get the grid column container and the select inside it
  • [Line 243] Test assertion comment: // The input should take up most of the column width
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No commented-out code
  • No magic numbers with inline comments
  • No common abbreviations (cfg, ctx, env, msg, etc.)

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/hooks/useFormDigitization.ts

LIKELY HUMAN-WRITTEN
14.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/pages/utils.test.ts

LIKELY HUMAN-WRITTEN
14.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/redux/policyholderSlice.test.ts

LIKELY HUMAN-WRITTEN
14.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/domain/StateTransitionLog.java

LIKELY HUMAN-WRITTEN
14.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/test/java/com/alpha/omega/notificationservice/dto/AppointmentConfirmationRequestTest.java

LIKELY HUMAN-WRITTEN
14.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
80%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/test/java/com/alpha/omega/notificationservice/config/CorsConfigTest.java

LIKELY HUMAN-WRITTEN
14.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/config/JwtConverter.java

LIKELY HUMAN-WRITTEN
14.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
20%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 36] Get operation: // Get default OAuth2 scopes (SCOPE_openid, SCOPE_email, etc.)
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/config/CorsConfigTest.java

LIKELY HUMAN-WRITTEN
14.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/controller/ReportControllerTest.java

LIKELY HUMAN-WRITTEN
14.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
80%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/hooks/useSchemaAnalysis.ts

LIKELY HUMAN-WRITTEN
14.8% AI
Confidence: MEDIUM

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
80%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/test/java/com/alpha/omega/ocrservice/config/WebClientConfigTest.java

LIKELY HUMAN-WRITTEN
14.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/service/UserAuthorityServiceTest.java

LIKELY HUMAN-WRITTEN
14.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/controller/FamilyMemberController.java

LIKELY HUMAN-WRITTEN
14.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/service/InsurancePolicyService.java

LIKELY HUMAN-WRITTEN
14.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/service/FamilyMemberService.java

LIKELY HUMAN-WRITTEN
14.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/config/WebClientConfig.java

LIKELY HUMAN-WRITTEN
14.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/service/UserProfileServiceImpl.java

LIKELY HUMAN-WRITTEN
14.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
20%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/config/SqsPropertiesTest.java

LIKELY HUMAN-WRITTEN
14.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/config/AwsPropertiesTest.java

LIKELY HUMAN-WRITTEN
14.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/controller/DocumentControllerTest.java

LIKELY HUMAN-WRITTEN
14.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingModern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/exception/SqsServiceExceptionTest.java

LIKELY HUMAN-WRITTEN
14.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/service/StatusMessageConsumerService.java

LIKELY HUMAN-WRITTEN
14.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/security/user/HttpReadingUserContextPermissionsService.java

LIKELY HUMAN-WRITTEN
14.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/config/WebClientConfig.java

LIKELY HUMAN-WRITTEN
14.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/config/WebClientConfig.java

LIKELY HUMAN-WRITTEN
14.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/test/java/com/alpha/omega/authentication/controller/AuthenticationControllerTest.java

LIKELY HUMAN-WRITTEN
14.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/redux/project-slices/insurance-policy-slice.test.ts

LIKELY HUMAN-WRITTEN
14.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/redux/project-slices/family-member-slice.test.ts

LIKELY HUMAN-WRITTEN
14.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/test/java/com/alpha/omega/workflowengine/statemachine/WorkflowDefinitionLoaderTest.java

LIKELY HUMAN-WRITTEN
14.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
70%
✨ Formatting
30%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/main/java/com/alpha/omega/workflowengine/core/WorkflowContext.java

LIKELY HUMAN-WRITTEN
14.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/domain/PermitApplication.java

LIKELY HUMAN-WRITTEN
14.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/controller/NotificationsController.java

LIKELY HUMAN-WRITTEN
14.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
60%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 37] Get operation: // Get subject and body from email type constants
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/api/endpoints/permit-flow.test.ts

LIKELY HUMAN-WRITTEN
14.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
10%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 118] Get operation: // Get the providesTags function from the endpoint
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/test/java/com/alpha/omega/authentication/service/BootstrapUserCsvReaderTest.java

LIKELY HUMAN-WRITTEN
14.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
20%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

🛡️ Defensive Coding
  • Multiple assertions: 3
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/validations/formStateUtils.ts

LIKELY HUMAN-WRITTEN
14.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
20%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 42] Get operation: // Get dependencies for the parentKey
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/entity/EmployeeEntity.java

LIKELY HUMAN-WRITTEN
14.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/domain/EmailRecord.java

LIKELY HUMAN-WRITTEN
14.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/testing/playwright/tests/accessibility.shared.ts

LIKELY HUMAN-WRITTEN
14.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

🤖 AI-Typical Phrases
  • // Check that something received focus (may be body or an element)
  • // Check that no horizontal scrolling is required
  • // Check that required inputs have aria-required or required attribute
  • // Label should contain required indicator (* or "required")
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/test-utils/navigation-assertions.ts

LIKELY HUMAN-WRITTEN
14.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/layout/StepIndicator/StepIndicator.types.ts

LIKELY HUMAN-WRITTEN
14.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/navigation/Header/Header.types.ts

LIKELY HUMAN-WRITTEN
14.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/hooks/useExpandable.ts

LIKELY HUMAN-WRITTEN
14.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No commented-out code
  • No magic numbers with inline comments
  • No common abbreviations (cfg, ctx, env, msg, etc.)

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/auth/index.ts

LIKELY HUMAN-WRITTEN
14.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/utils/schemaUtils.ts

LIKELY HUMAN-WRITTEN
14.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/redux/policiesSlice.ts

LIKELY HUMAN-WRITTEN
14.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/services/formFactoryService.ts

LIKELY HUMAN-WRITTEN
14.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
20%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/test/java/com/alpha/omega/ocrservice/service/impl/OcrServiceImplTest.java

LIKELY HUMAN-WRITTEN
14.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
30%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
70%
✨ Formatting
0%
🚀 Modern Syntax
56%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
15%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No commented-out code
  • No magic numbers with inline comments

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/main/java/com/alpha/omega/workflowengine/statemachine/StateMachineService.java

LIKELY HUMAN-WRITTEN
14.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
25%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/test/java/com/alpha/omega/formservice/controller/DocumentUploadControllerTest.java

LIKELY HUMAN-WRITTEN
14.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
92%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/claim-service/src/main/java/com/alpha/omega/claim/config/SecurityConfig.java

LIKELY HUMAN-WRITTEN
14.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/service-archetype/src/main/resources/archetype-resources/src/main/java/config/SecurityConfig.java

LIKELY HUMAN-WRITTEN
14.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/src/types/permit.ts

LIKELY HUMAN-WRITTEN
14.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/utils/stepUtils.ts

LIKELY HUMAN-WRITTEN
14.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/validations/formI131ValidationSchema.ts

LIKELY HUMAN-WRITTEN
14.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No commented-out code
  • No magic numbers with inline comments
  • No common abbreviations (cfg, ctx, env, msg, etc.)

🎯 Key Indicators

Verbose NamingModern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/test/java/com/alpha/omega/workflowengine/builder/WorkflowPipelineTest.java

LIKELY HUMAN-WRITTEN
14.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/mock-authentication-service/src/test/java/com/alpha/omega/mockauthentication/domain/UserTest.java

LIKELY HUMAN-WRITTEN
14.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/validations/formI131ValidationSchema.test.ts

LIKELY HUMAN-WRITTEN
13.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
20%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/config.test.ts

LIKELY HUMAN-WRITTEN
13.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
67%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 284] Test description: // Test that getEnvVar returns the default when the specific key doesn
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/test/java/com/alpha/omega/ocrservice/exception/OcrProcessingExceptionTest.java

LIKELY HUMAN-WRITTEN
13.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/test/java/com/alpha/omega/notificationservice/service/SendEmailServiceImplTest.java

LIKELY HUMAN-WRITTEN
13.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/main/java/com/alpha/omega/chatservice/domain/ChatSession.java

LIKELY HUMAN-WRITTEN
13.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/service/S3ServiceTest.java

LIKELY HUMAN-WRITTEN
13.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/service/DocumentService.java

LIKELY HUMAN-WRITTEN
13.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/dtos/ConvertedFileDTOTest.java

LIKELY HUMAN-WRITTEN
13.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/dto/SlotDto.java

LIKELY HUMAN-WRITTEN
13.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/service/HealthRecordService.java

LIKELY HUMAN-WRITTEN
13.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/service-archetype/src/main/resources/archetype-resources/src/main/java/__serviceName__Application.java

LIKELY HUMAN-WRITTEN
13.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/main/java/com/alpha/omega/authentication/service/AWSCognitoService.java

LIKELY HUMAN-WRITTEN
13.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
60%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/data/Charts/Chart.fixture.ts

LIKELY HUMAN-WRITTEN
13.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/dto/ProviderBookingDtoTest.java

LIKELY HUMAN-WRITTEN
13.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
80%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/service-archetype/src/main/resources/archetype-resources/src/main/java/mapper/__entityName__Mapper.java

LIKELY HUMAN-WRITTEN
13.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/test/java/com/alpha/omega/ocrservice/controller/OcrControllerTest.java

LIKELY HUMAN-WRITTEN
13.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/main/java/com/alpha/omega/ocrservice/config/CorsConfig.java

LIKELY HUMAN-WRITTEN
13.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/task/submission/ApplicantNotificationTask.java

LIKELY HUMAN-WRITTEN
13.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/config/CorsConfig.java

LIKELY HUMAN-WRITTEN
13.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/service/UserNotificationServiceImpl.java

LIKELY HUMAN-WRITTEN
13.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/mock-authentication-service/src/main/java/com/alpha/omega/mockauthentication/service/MockAuthenticationService.java

LIKELY HUMAN-WRITTEN
13.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
20%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 127] Add operation: // Add role-specific claims based on token type
  • [Line 189] Condition check: // Check if token is expired
  • [Line 192] Remove operation: // Remove expired tokens from storage
  • [Line 197] Condition check: // Check if token is inactive/revoked
  • [Line 390] Condition check: // Check if token exists in our storage and is still valid
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/test/java/com/alpha/omega/chatservice/service/impl/ChatServiceImplTest.java

LIKELY HUMAN-WRITTEN
13.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/test/java/com/alpha/omega/chatservice/service/impl/ChatServiceImplWCTest.java

LIKELY HUMAN-WRITTEN
13.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/config/WebClientConfig.java

LIKELY HUMAN-WRITTEN
13.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/security/user/UserContextRequestTest.java

LIKELY HUMAN-WRITTEN
13.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/CommonConfig.java

LIKELY HUMAN-WRITTEN
13.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/security/utils/SecurityUtils.java

LIKELY HUMAN-WRITTEN
13.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/exception/UserNotFoundException.java

LIKELY HUMAN-WRITTEN
13.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/client/dto/EmployeeDtoTest.java

LIKELY HUMAN-WRITTEN
13.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/client/NotificationClientImpl.java

LIKELY HUMAN-WRITTEN
13.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/config/CorsConfig.java

LIKELY HUMAN-WRITTEN
13.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/domain/FormSubmission.java

LIKELY HUMAN-WRITTEN
13.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/utils/createAppStore.test.ts

LIKELY HUMAN-WRITTEN
13.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
20%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 177] Test description: // Test that devTools option is accepted without errors
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/redux/project-slices/employee-slice.test.ts

LIKELY HUMAN-WRITTEN
13.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/domain/ApiKey.java

LIKELY HUMAN-WRITTEN
13.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/test/java/com/alpha/omega/notificationservice/enums/EmailTypeEnumTest.java

LIKELY HUMAN-WRITTEN
13.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/config/RestTemplateConfigTest.java

LIKELY HUMAN-WRITTEN
13.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/dto/HealthRecordResponse.java

LIKELY HUMAN-WRITTEN
13.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/service/WorkflowOrchestrator.java

LIKELY HUMAN-WRITTEN
13.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/auth/src/config/http-config.ts

LIKELY HUMAN-WRITTEN
13.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
20%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 49] Add operation: // Add access token to non-public requests
  • [Line 90] Update operation: // Update tokens
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/controller/PermitApplicationControllerTest.java

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
70%
✨ Formatting
0%
🚀 Modern Syntax
5%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/test/java/com/alpha/omega/ocrservice/config/OcrServiceConfigTest.java

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/test/java/com/alpha/omega/ocrservice/exception/TesseractProcessingExceptionTest.java

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
70%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/test/java/com/alpha/omega/workflowengine/core/BatchTaskTest.java

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/main/java/com/alpha/omega/workflowengine/core/WorkflowExecutor.java

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/model/EmployeeDto.java

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/model/InsurancePolicyDto.java

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/domain/AppointmentDetails.java

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/validation/EmailValidator.java

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-fileupload/src/main/java/com/alpha/omega/fileupload/service/FileServiceImpl.java

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/test/java/com/alpha/omega/chatservice/controller/ChatControllerTest.java

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/claim-service/src/main/java/com/alpha/omega/claim/controller/ClaimController.java

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/exception/S3ServiceExceptionTest.java

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/security/authentication/AuthenticationServiceAuthenticationManager.java

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/config/NotificationConfigTest.java

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/config/WebClientConfigTest.java

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 136] Test description: // Test that the class can be instantiated
🤖 AI-Typical Phrases
  • // Test that the class can be instantiated
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/vitest.config.base.ts

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/auth/config.test.ts

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/.storybook/preview.ts

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
60%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 3] Import statement: // Import USWDS styles for Storybook
  • [Line 6] Import statement: // Import custom overrides for complex components
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/types/index.ts

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments
  • No common abbreviations (cfg, ctx, env, msg, etc.)

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/PhoneInput/PhoneInput.types.ts

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/hooks/index.ts

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/redux/policyholderSlice.ts

LIKELY HUMAN-WRITTEN
13.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 221] Update operation: // Update the policy status via API
  • [Line 349] Update operation: // Update insurance status
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/test/java/com/alpha/omega/workflowengine/core/WorkflowContextTest.java

LIKELY HUMAN-WRITTEN
13.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/hooks/useDebounce.ts

LIKELY HUMAN-WRITTEN
13.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
40%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

🤖 AI-Typical Phrases
  • // Set up the timeout
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Ai Typical Comment PhrasesUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/main/java/com/alpha/omega/chatservice/controller/ChatController.java

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/security/user/UserContextPermissionsConfigTest.java

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/config/ReactiveConfig.java

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
20%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/config/KafkaConfig.java

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/domain/BaseEntity.java

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/controller/HealthRecordController.java

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/domain/HealthRecord.java

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/main/java/com/alpha/omega/authentication/controller/AuthenticationController.java

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/config.ts

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/auth/types.ts

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/services/permitService.ts

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/testing/playwright/index.ts

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/testing/playwright/config.ts

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/navigation/SideNav/SideNav.types.ts

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/collections/Search/Search.types.ts

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/data/Charts/Chart.types.ts

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments
  • No common abbreviations (cfg, ctx, env, msg, etc.)

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/data/DataTable/components/index.ts

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/auth/src/utils/token-storage.ts

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/auth/src/hooks/use-permissions.ts

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/slices/notifications.slice.ts

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/api/types/permit-flow.types.test.ts

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/utils/schemaUtils.test.ts

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/utils/formSave.ts

LIKELY HUMAN-WRITTEN
12.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No commented-out code
  • No magic numbers with inline comments
  • No common abbreviations (cfg, ctx, env, msg, etc.)

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/main/java/com/alpha/omega/workflowengine/builder/WorkflowPipeline.java

LIKELY HUMAN-WRITTEN
12.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/slices/auth.slice.test.ts

LIKELY HUMAN-WRITTEN
12.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
10%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 59] Import statement: // Import mocked functions for assertions
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/service/S3Service.java

LIKELY HUMAN-WRITTEN
12.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
62%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/claim-service/src/main/java/com/alpha/omega/claim/mapper/ClaimMapper.java

LIKELY HUMAN-WRITTEN
12.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/dto/AppointmentRequest.java

LIKELY HUMAN-WRITTEN
12.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/service-archetype/src/main/resources/archetype-resources/src/main/java/dto/__entityName__Dto.java

LIKELY HUMAN-WRITTEN
12.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/service-archetype/src/main/resources/archetype-resources/src/main/java/repository/__entityName__Repository.java

LIKELY HUMAN-WRITTEN
12.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/hooks/drawer.context.ts

LIKELY HUMAN-WRITTEN
12.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
60%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 3] Definition: // Define the context type
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/redux/store.ts

LIKELY HUMAN-WRITTEN
12.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/test/java/com/alpha/omega/workflowengine/core/WorkflowExecutorTest.java

LIKELY HUMAN-WRITTEN
12.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
20%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
60%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/mock-authentication-service/src/main/java/com/alpha/omega/mockauthentication/controller/MockAuthenticationController.java

LIKELY HUMAN-WRITTEN
12.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
20%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
10%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 54] Condition check: // Check if response contains Cognito error
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/hooks/useKeyboardShortcuts.ts

LIKELY HUMAN-WRITTEN
12.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
20%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
10%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 15] Condition check: // Check if user is typing in an input field
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/dto/DashboardResponse.java

LIKELY HUMAN-WRITTEN
12.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
50%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/dto/ApplicationResponse.java

LIKELY HUMAN-WRITTEN
12.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/service/ApiKeyService.java

LIKELY HUMAN-WRITTEN
12.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/mock-authentication-service/src/test/java/com/alpha/omega/mockauthentication/controller/MockAuthenticationControllerTest.java

LIKELY HUMAN-WRITTEN
12.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-fileupload/src/test/java/com/alpha/omega/fileupload/AlphaOmegaFileuploadApplicationTest.java

LIKELY HUMAN-WRITTEN
12.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/CommonConfigTest.java

LIKELY HUMAN-WRITTEN
12.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/swagger/EnabledWebfluxSwaggerConditionTest.java

LIKELY HUMAN-WRITTEN
12.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/config/KafkaConfigTest.java

LIKELY HUMAN-WRITTEN
12.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/security/user/HttpReadingUserContextPermissionsServiceTest.java

LIKELY HUMAN-WRITTEN
12.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/security/user/UserContextPermissionsTest.java

LIKELY HUMAN-WRITTEN
12.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/security/context/ReactiveSecurityContextHelper.java

LIKELY HUMAN-WRITTEN
12.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/dtos/ConvertedFileDTO.java

LIKELY HUMAN-WRITTEN
12.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/client/EmployeeServiceClient.java

LIKELY HUMAN-WRITTEN
12.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/dto/OutputDTO.java

LIKELY HUMAN-WRITTEN
12.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/test/java/com/alpha/omega/authentication/security/awscognito/AWSCognitoUtilsTest.java

LIKELY HUMAN-WRITTEN
12.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/test/java/com/alpha/omega/authentication/security/awscognito/AWSCognitoAuthenticationManagerTest.java

LIKELY HUMAN-WRITTEN
12.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/main/java/com/alpha/omega/workflowengine/strategy/TransitionStrategyRegistry.java

LIKELY HUMAN-WRITTEN
12.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/restapi-springmvc-demo/src/main/java/com/alpha/omega/restapi/model/User.java

LIKELY HUMAN-WRITTEN
12.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
60%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-fileupload/src/test/java/com/alpha/omega/fileupload/config/WebClientConfigTest.java

LIKELY HUMAN-WRITTEN
12.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/clients/index.ts

LIKELY HUMAN-WRITTEN
12.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/indicators/Icon/Icon.types.ts

LIKELY HUMAN-WRITTEN
12.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/test/java/com/alpha/omega/notificationservice/controller/errors/UnauthorizedAccessExceptionTest.java

LIKELY HUMAN-WRITTEN
12.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/org/springframework/cc/InMemoryXmlApplicationContext.java

LIKELY HUMAN-WRITTEN
12.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
70%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/org/springframework/cc/InMemoryXmlWebApplicationContext.java

LIKELY HUMAN-WRITTEN
12.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/main/java/com/alpha/omega/authentication/config/NonSecure.java

LIKELY HUMAN-WRITTEN
12.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/main/java/com/alpha/omega/authentication/security/awscognito/AWSCognitoConfig.java

LIKELY HUMAN-WRITTEN
12.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/hooks/useScrollLock.ts

LIKELY HUMAN-WRITTEN
12.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
20%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 68] Add operation: // Add padding to prevent layout shift when scrollbar disappears
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/auth/src/config/http-config.test.ts

LIKELY HUMAN-WRITTEN
12.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/test/java/com/alpha/omega/ocrservice/exception/BedrockProcessingExceptionTest.java

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/test/java/com/alpha/omega/ocrservice/exception/PdfProcessingExceptionTest.java

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/service/StateMachineService.java

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/test/java/com/alpha/omega/employeeservice/controller/FamilyMemberControllerTest.java

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/test/java/com/alpha/omega/employeeservice/controller/InsurancePolicyControllerTest.java

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/test/java/com/alpha/omega/notificationservice/service/UserProfileServiceImplTest.java

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/test/java/com/alpha/omega/notificationservice/service/UserNotificationServiceImplTest.java

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/dto/EmailRequestDTO.java

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-fileupload/src/main/java/com/alpha/omega/fileupload/service/AmazonServiceImpl.java

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/service/DocumentServiceTest.java

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/domain/Document.java

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/enums/FormTypeEnumTest.java

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/dto/ProviderBookingDto.java

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/domain/Provider.java

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/test/java/com/alpha/omega/authentication/security/awscognito/AWSCognitoConfigTest.java

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/index.ts

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
30%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 11] Import statement: // Import USWDS CSS first - provides base styling for all usa-* classe
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

High DocumentationUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/indicators/Alert/Alert.types.ts

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/indicators/ProgressBar/ProgressBar.types.ts

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments
  • No common abbreviations (cfg, ctx, env, msg, etc.)

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/hooks/useFocusTrap.ts

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 155] Condition check: // Check if focus is currently inside the container
👤 Missing Human Quirks
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments
  • No common abbreviations (cfg, ctx, env, msg, etc.)

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/services/adminApi.test.ts

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/src/utils/breadcrumbs.ts

LIKELY HUMAN-WRITTEN
12.0% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
67%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
10%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 49] Get operation: // Get label from mapping or capitalize segment
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/redux/utils.ts

LIKELY HUMAN-WRITTEN
11.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
40%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 1] Import statement: // Import and re-export from new HTTP configuration for backward compa
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/service/EmployeeService.java

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/mock-authentication-service/src/test/java/com/alpha/omega/mockauthentication/domain/TokenInfoTest.java

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-fileupload/src/test/java/com/alpha/omega/fileupload/config/CorsConfigTest.java

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/main/java/com/alpha/omega/chatservice/config/WebClientConfig.java

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/config/CorsConfigTest.java

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/config/KafkaLocalConfigTest.java

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/config/ReactiveConfigTest.java

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/security/user/SecurityUserTest.java

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/config/KafkaLocalConfig.java

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/dto/AvailableAppointmentsRequestTest.java

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/client/dto/FamilyMemberDtoTest.java

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/domain/ProviderSpecialty.java

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/test/java/com/alpha/omega/formservice/config/TestSecurityConfig.java

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/test/java/com/alpha/omega/authentication/security/awscognito/AWSCognitoPropertiesTest.java

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/main/java/com/alpha/omega/authentication/security/awscognito/AWSCognitoJwtDecoderFactory.java

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/clients/file-upload.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/clients/employee-service.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/clients/form-factory.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/clients/ocr-service.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/clients/form-service.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/clients/authentication.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/clients/va-service.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/clients/permit-flow-service.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/clients/notification-service.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/clients/permit-flow-service.test.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/clients/chat-service.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/test-utils/navigation-assertions.test.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/index.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments
  • No common abbreviations (cfg, ctx, env, msg, etc.)

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/auth/src/hooks/use-auth.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/slices/notifications.slice.test.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/slices/theme.slice.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/api/baseApi.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/api/types/index.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/src/utils/api-error.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/setupTests.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
30%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/utils/stepUtils.test.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/hooks/useVaService.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/redux/store.test.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/services/vaService.ts

LIKELY HUMAN-WRITTEN
11.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
30%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/test/java/com/alpha/omega/workflowengine/orchestration/WorkflowOrchestrationServiceTest.java

LIKELY HUMAN-WRITTEN
11.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/test/java/com/alpha/omega/workflowengine/builder/PipelineFactoryTest.java

LIKELY HUMAN-WRITTEN
11.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/dto/UserNotificationRequestDTO.java

LIKELY HUMAN-WRITTEN
11.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/dto/notification/UserNotificationRequest.java

LIKELY HUMAN-WRITTEN
11.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/controller/DocumentController.java

LIKELY HUMAN-WRITTEN
11.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
67%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/task/review/ReviewerAssignmentTask.java

LIKELY HUMAN-WRITTEN
11.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/auth/roles.ts

LIKELY HUMAN-WRITTEN
11.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/auth/config.ts

LIKELY HUMAN-WRITTEN
11.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/src/redux/api/permitFlowApi.ts

LIKELY HUMAN-WRITTEN
11.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/types.ts

LIKELY HUMAN-WRITTEN
11.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingModern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/controller/EmployeeController.java

LIKELY HUMAN-WRITTEN
11.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
75%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/testing/playwright/tests/verify-logins.spec.ts

LIKELY HUMAN-WRITTEN
11.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
15%
💎 Formatting Perfection
0%
🔔 Obvious Comments
10%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 22] Get operation: // Get environment from BASE_URL or default to dev
  • [Line 86] Condition check: // Check if we're still on login page (indicates failure)
👤 Missing Human Quirks
  • No temporary variable names (tmp, temp, foo, bar)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect Consistency

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/main/java/com/alpha/omega/workflowengine/orchestration/WorkflowOrchestrationService.java

LIKELY HUMAN-WRITTEN
11.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/service/PermitApplicationService.java

LIKELY HUMAN-WRITTEN
11.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
20%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/exception/ExceptionHandler.java

LIKELY HUMAN-WRITTEN
11.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/data/shared.ts

LIKELY HUMAN-WRITTEN
11.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/testing/playwright/tests/verify-storybook.spec.ts

LIKELY HUMAN-WRITTEN
11.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
30%
💎 Formatting Perfection
0%
🔔 Obvious Comments
10%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 22] Get operation: // Get environment from BASE_URL or default to dev
  • [Line 109] Condition check: // Check if the expected component text is present in the page
  • [Line 235] Condition check: // Check if the preview iframe or canvas is present
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/main/java/com/alpha/omega/ocrservice/OcrServiceApplication.java

LIKELY HUMAN-WRITTEN
11.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/dto/ApiKeyResponse.java

LIKELY HUMAN-WRITTEN
11.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/claim-service/src/main/java/com/alpha/omega/claim/config/OpenApiConfig.java

LIKELY HUMAN-WRITTEN
11.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/config/JwtAuthenticationWebFilterTest.java

LIKELY HUMAN-WRITTEN
11.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/repositories/ProviderSpecialtyRepository.java

LIKELY HUMAN-WRITTEN
11.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/enums/ApplicationStatusEnum.java

LIKELY HUMAN-WRITTEN
11.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/controller/FormSubmissionController.java

LIKELY HUMAN-WRITTEN
11.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
40%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/service-archetype/src/main/resources/archetype-resources/src/main/java/config/OpenApiConfig.java

LIKELY HUMAN-WRITTEN
11.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/scripts/generate-types.ts

LIKELY HUMAN-WRITTEN
11.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
30%
💎 Formatting Perfection
0%
🔔 Obvious Comments
10%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 53] Get operation: // Get directory paths
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/test/java/com/alpha/omega/notificationservice/validation/EmailValidatorTest.java

LIKELY HUMAN-WRITTEN
11.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
14%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/domain/DocumentMetadata.java

LIKELY HUMAN-WRITTEN
11.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/entity/InsurancePolicyEntity.java

LIKELY HUMAN-WRITTEN
11.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/main/java/com/alpha/omega/chatservice/config/CorsConfig.java

LIKELY HUMAN-WRITTEN
11.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/config/CorsConfig.java

LIKELY HUMAN-WRITTEN
11.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/security/authentication/AuthenticationJwtDecoderFactory.java

LIKELY HUMAN-WRITTEN
11.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/mock-authentication-service/src/main/java/com/alpha/omega/mockauthentication/domain/User.java

LIKELY HUMAN-WRITTEN
10.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/dto/ErrorResponseDto.java

LIKELY HUMAN-WRITTEN
10.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/security/token/JwtViewerTest.java

LIKELY HUMAN-WRITTEN
10.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/exception/ErrorResponseTest.java

LIKELY HUMAN-WRITTEN
10.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/security/user/UserContextRequest.java

LIKELY HUMAN-WRITTEN
10.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/service-archetype/src/main/resources/archetype-resources/src/main/java/dto/Create__entityName__Request.java

LIKELY HUMAN-WRITTEN
10.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/service-archetype/src/main/resources/archetype-resources/src/main/java/dto/Update__entityName__Request.java

LIKELY HUMAN-WRITTEN
10.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/service-archetype/src/main/resources/archetype-resources/src/main/java/service/__entityName__Service.java

LIKELY HUMAN-WRITTEN
10.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/test/java/com/alpha/omega/authentication/config/NonSecureTest.java

LIKELY HUMAN-WRITTEN
10.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/test-utils/index.ts

LIKELY HUMAN-WRITTEN
10.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/Select/Select.types.ts

LIKELY HUMAN-WRITTEN
10.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/feedback/Tooltip/Tooltip.types.ts

LIKELY HUMAN-WRITTEN
10.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/auth/src/utils/token-storage.test.ts

LIKELY HUMAN-WRITTEN
10.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/test/java/com/alpha/omega/ocrservice/config/OcrPropertiesTest.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/main/java/com/alpha/omega/ocrservice/config/OcrProperties.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/main/java/com/alpha/omega/ocrservice/controller/OcrController.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/config/ApiKeyFilterTest.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/controller/GlobalExceptionHandlerTest.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/service/WorkflowOrchestratorTest.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/dto/EventTypeResponse.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/task/review/DecisionNotificationTask.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/exception/GlobalExceptionHandler.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/mock-authentication-service/src/test/java/com/alpha/omega/mockauthentication/controller/WellKnownControllerTest.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/mock-authentication-service/src/main/java/com/alpha/omega/mockauthentication/domain/UserPools.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-fileupload/src/test/java/com/alpha/omega/fileupload/controller/FileUploadControllerTest.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-fileupload/src/test/java/com/alpha/omega/fileupload/service/FileServiceImplTest.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/test/java/com/alpha/omega/chatservice/ChatServiceApplicationTest.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/test/java/com/alpha/omega/chatservice/config/WebClientConfigTest.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/service/StatusDlqMonitorServiceTest.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/org/springframework/cc/EnableWebFluxSecurityTests.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/config/CorsConfigurationHelperTest.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/enums/AddressTypeEnumTest.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/enums/AddressComponentTypeEnumTest.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/config/JwtAuthenticationWebFilter.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/config/WebClientConfig.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/config/SecurityConfig.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/config/AWSMSKProperties.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/config/CorsConfigurationHelper.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/security/user/InMemoryUserContextPermissionsService.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/exception/ReactiveExceptionHandler.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/controller/EmployeeControllerTest.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/service/ProviderServiceTest.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/controller/EmployeeController.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/test/java/com/alpha/omega/formservice/controller/FormSubmissionControllerTest.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/test/java/com/alpha/omega/formservice/service/DocumentMetadataServiceTest.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/dto/ApplicationDTO.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/test/java/com/alpha/omega/authentication/security/awscognito/AWSCognitoJwtDecoderFactoryTest.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/env.d.ts

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/types/claim.ts

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/layout/Grid/Grid.types.ts

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/hooks/useClickOutside.ts

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/utils/createAppStore.ts

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/api/permitFlowBaseQuery.ts

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/types/jsoneditor-react.d.ts

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/config/http-config.ts

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 74] Update operation: // Update storage with new tokens (keep existing refresh token)
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/utils/formSave.test.ts

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/data/navigation.ts

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/main/java/com/alpha/omega/ocrservice/service/impl/OcrServiceImpl.java

LIKELY HUMAN-WRITTEN
10.6% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
70%
✨ Formatting
0%
🚀 Modern Syntax
29%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments
  • No common abbreviations (cfg, ctx, env, msg, etc.)

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/dto/AppointmentResponse.java

LIKELY HUMAN-WRITTEN
10.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/domain/Appointment.java

LIKELY HUMAN-WRITTEN
10.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/data/Card/index.ts

LIKELY HUMAN-WRITTEN
10.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/config/SecurityConfig.java

LIKELY HUMAN-WRITTEN
10.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/main/java/com/alpha/omega/authentication/security/awscognito/AWSCognitoProperties.java

LIKELY HUMAN-WRITTEN
10.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/auth/token-parser.ts

LIKELY HUMAN-WRITTEN
10.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/vitest.config.base.ts

LIKELY HUMAN-WRITTEN
10.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/components/FileInput/utils.ts

LIKELY HUMAN-WRITTEN
10.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/redux/platform-slices/accountSlice.ts

LIKELY HUMAN-WRITTEN
10.4% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/test/java/com/alpha/omega/workflowengine/statemachine/StateMachineServiceTest.java

LIKELY HUMAN-WRITTEN
10.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-fileupload/src/test/java/com/alpha/omega/fileupload/exception/FileUploadExceptionTest.java

LIKELY HUMAN-WRITTEN
10.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/dtos/FileDTOTest.java

LIKELY HUMAN-WRITTEN
10.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/service/NotificationServiceTest.java

LIKELY HUMAN-WRITTEN
10.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/client/dto/EmployeeDto.java

LIKELY HUMAN-WRITTEN
10.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/client/dto/FamilyMemberDto.java

LIKELY HUMAN-WRITTEN
10.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/test/java/com/alpha/omega/formservice/config/CorsConfigTest.java

LIKELY HUMAN-WRITTEN
10.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
70%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingUnnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/service/KafkaConsumerService.java

LIKELY HUMAN-WRITTEN
10.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/main/java/com/alpha/omega/authentication/model/BootstrapUser.java

LIKELY HUMAN-WRITTEN
10.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/data/index.ts

LIKELY HUMAN-WRITTEN
10.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/main/java/com/alpha/omega/ocrservice/exception/BedrockProcessingException.java

LIKELY HUMAN-WRITTEN
10.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/main/java/com/alpha/omega/ocrservice/exception/TesseractProcessingException.java

LIKELY HUMAN-WRITTEN
10.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/main/java/com/alpha/omega/ocrservice/exception/PdfProcessingException.java

LIKELY HUMAN-WRITTEN
10.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/task/review/StaffNotificationTask.java

LIKELY HUMAN-WRITTEN
10.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/service/UserNotificationService.java

LIKELY HUMAN-WRITTEN
10.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/mock-authentication-service/src/test/java/com/alpha/omega/mockauthentication/domain/UserStatusTest.java

LIKELY HUMAN-WRITTEN
10.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/org/springframework/cc/MockServletContext.java

LIKELY HUMAN-WRITTEN
10.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/dtos/FileUploadRequestDTOTest.java

LIKELY HUMAN-WRITTEN
10.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/main/java/com/alpha/omega/authentication/security/awscognito/AWSCognitoUtils.java

LIKELY HUMAN-WRITTEN
10.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/Form/Form.types.ts

LIKELY HUMAN-WRITTEN
10.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/api/endpoints/users.ts

LIKELY HUMAN-WRITTEN
10.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/src/utils/breadcrumbs.test.ts

LIKELY HUMAN-WRITTEN
10.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/fixtures/defaultSchema.ts

LIKELY HUMAN-WRITTEN
10.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/task/submission/FeeCalculationTask.java

LIKELY HUMAN-WRITTEN
9.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/config/OpenApiConfig.java

LIKELY HUMAN-WRITTEN
9.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/config/OpenApiConfig.java

LIKELY HUMAN-WRITTEN
9.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/dto/FormSubmissionDTO.java

LIKELY HUMAN-WRITTEN
9.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/service/DocumentMetadataService.java

LIKELY HUMAN-WRITTEN
9.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/entity/FamilyMemberEntity.java

LIKELY HUMAN-WRITTEN
9.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/model/FamilyMemberDto.java

LIKELY HUMAN-WRITTEN
9.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/dto/AppointmentConfirmationRequest.java

LIKELY HUMAN-WRITTEN
9.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/main/java/com/alpha/omega/chatservice/dto/MessageResponse.java

LIKELY HUMAN-WRITTEN
9.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/claim-service/src/main/java/com/alpha/omega/claim/ClaimApplication.java

LIKELY HUMAN-WRITTEN
9.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/repository/DocumentRepository.java

LIKELY HUMAN-WRITTEN
9.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/dto/AppointmentConfirmationRequest.java

LIKELY HUMAN-WRITTEN
9.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/images.d.ts

LIKELY HUMAN-WRITTEN
9.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/TextArea/TextArea.types.ts

LIKELY HUMAN-WRITTEN
9.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/layout/index.ts

LIKELY HUMAN-WRITTEN
9.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

High DocumentationPerfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/layout/ProcessList/ProcessList.types.ts

LIKELY HUMAN-WRITTEN
9.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/indicators/Spinner/Spinner.types.ts

LIKELY HUMAN-WRITTEN
9.7% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/utils/index.ts

LIKELY HUMAN-WRITTEN
9.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
30%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

High DocumentationPerfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/config/AwsConfig.java

LIKELY HUMAN-WRITTEN
9.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
33%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/controller/PublicPermitControllerTest.java

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
50%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/controller/ApiKeyControllerTest.java

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
50%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/dto/SubmitApplicationRequest.java

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/dto/TransitionRequest.java

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/dto/CreateApiKeyRequest.java

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/repository/StateTransitionLogRepository.java

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/repository/PermitApplicationRepository.java

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/controller/GlobalExceptionHandler.java

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/repository/EmployeeRepository.java

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/main/java/com/alpha/omega/chatservice/ChatServiceApplication.java

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/FormFactoryServiceApplication.java

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/dtos/OcrDTO.java

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/dtos/FileUploadRequestDTO.java

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/dtos/FileDTO.java

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/FormServiceApplication.java

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/repository/FormSubmissionRepository.java

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/Radio/Radio.types.ts

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/TextInput/TextInput.types.ts

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/Checkbox/Checkbox.types.ts

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/Label/Label.types.ts

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/auth/index.ts

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingHigh DocumentationPerfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/auth/shared/index.ts

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/navigation/Breadcrumb/Breadcrumb.types.ts

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/actions/Button/Button.types.ts

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/complex-components/InPageNavigation/index.ts

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingPerfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/complex-components/DateRangePicker/index.ts

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingPerfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/collections/Pagination/Pagination.types.ts

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/middleware/index.ts

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
30%
🏗️ Code Structure
40%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

High DocumentationPerfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/contexts/formType.context.ts

LIKELY HUMAN-WRITTEN
9.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/claim-service/src/main/java/com/alpha/omega/claim/service/ClaimService.java

LIKELY HUMAN-WRITTEN
9.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
60%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/dto/CodeGenRequestMessage.java

LIKELY HUMAN-WRITTEN
9.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
60%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/main/java/com/alpha/omega/ocrservice/config/OcrServiceConfig.java

LIKELY HUMAN-WRITTEN
9.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/config/CorsConfig.java

LIKELY HUMAN-WRITTEN
9.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/mock-authentication-service/src/main/java/com/alpha/omega/mockauthentication/controller/WellKnownController.java

LIKELY HUMAN-WRITTEN
9.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/org/springframework/cc/WebTestClientBuilder.java

LIKELY HUMAN-WRITTEN
9.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/database/DatabaseConfigTest.java

LIKELY HUMAN-WRITTEN
9.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/database/DatabaseConfig.java

LIKELY HUMAN-WRITTEN
9.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/config/CorsConfig.java

LIKELY HUMAN-WRITTEN
9.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/service/NotificationService.java

LIKELY HUMAN-WRITTEN
9.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/main/java/com/alpha/omega/authentication/security/awscognito/AWSCognitoAuthenticationManager.java

LIKELY HUMAN-WRITTEN
9.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/types/styles.d.ts

LIKELY HUMAN-WRITTEN
9.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/utils/index.ts

LIKELY HUMAN-WRITTEN
9.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
30%
🏗️ Code Structure
60%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

High DocumentationPerfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/auth/vitest.setup.ts

LIKELY HUMAN-WRITTEN
9.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingModern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/admin-app/src/setup-tests.ts

LIKELY HUMAN-WRITTEN
9.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/src/setup-tests.ts

LIKELY HUMAN-WRITTEN
9.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/testHelpers.ts

LIKELY HUMAN-WRITTEN
9.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/main/java/com/alpha/omega/ocrservice/exception/OcrProcessingException.java

LIKELY HUMAN-WRITTEN
9.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/main/java/com/alpha/omega/workflowengine/statemachine/WorkflowDefinition.java

LIKELY HUMAN-WRITTEN
9.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/main/java/com/alpha/omega/workflowengine/autoconfigure/WorkflowEngineProperties.java

LIKELY HUMAN-WRITTEN
9.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/main/java/com/alpha/omega/workflowengine/builder/PipelineFactory.java

LIKELY HUMAN-WRITTEN
9.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/task/review/ReviewDecisionValidationTaskTest.java

LIKELY HUMAN-WRITTEN
9.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/config/WebClientConfigTest.java

LIKELY HUMAN-WRITTEN
9.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/service/SqsServiceTest.java

LIKELY HUMAN-WRITTEN
9.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/dto/SpecialtyReportQuery.java

LIKELY HUMAN-WRITTEN
9.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/service/ProviderService.java

LIKELY HUMAN-WRITTEN
9.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
40%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Unnaturally Perfect ConsistencyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/service-archetype/src/main/resources/archetype-resources/src/main/java/exception/ResourceNotFoundException.java

LIKELY HUMAN-WRITTEN
9.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/admin-app/eslint.config.js

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/eslint.config.js

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/main/java/com/alpha/omega/ocrservice/service/impl/KafkaProducerImpl.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/domain/PermitApplicationTest.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/mapper/FamilyMemberMapper.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/mapper/InsurancePolicyMapper.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/mapper/EmployeeMapper.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/NotificationServiceApplication.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/mock-authentication-service/src/main/java/com/alpha/omega/mockauthentication/domain/UserStatus.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-fileupload/src/main/java/com/alpha/omega/fileupload/controller/FileUploadController.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-fileupload/src/main/java/com/alpha/omega/fileupload/exception/exceptionhandler/CustomExceptionHandler.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/test/java/com/alpha/omega/chatservice/exception/ChatProcessingExceptionTest.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/main/java/com/alpha/omega/chatservice/service/impl/ChatServiceImpl.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/config/SqsConfig.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/controller/MonitoringController.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/org/springframework/cc/SpringTestContextExtension.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/config/WebClientConfigTest.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/security/utils/SecurityUtilsTest.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/exception/CannotValidateTokenExceptionTest.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/security/token/JwtViewer.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/controller/ProviderControllerTest.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/VaServiceApplication.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/controller/ReportController.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/controller/DocumentUploadController.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/service/impl/KafkaProducerImpl.java

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/auth/index.ts

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/vitest.setup.ts

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/redux/hooks.ts

LIKELY HUMAN-WRITTEN
8.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
30%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/admin-app/.storybook/preview.ts

LIKELY HUMAN-WRITTEN
8.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
60%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 3] Import statement: // Import design framework styles
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/.storybook/preview.ts

LIKELY HUMAN-WRITTEN
8.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
60%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 3] Import statement: // Import design framework styles
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/controller/PermitApplicationController.java

LIKELY HUMAN-WRITTEN
8.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
17%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/EmployeeServiceApplication.java

LIKELY HUMAN-WRITTEN
8.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/test/java/com/alpha/omega/chatservice/config/AWSTranslateConfigTest.java

LIKELY HUMAN-WRITTEN
8.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/test/java/com/alpha/omega/chatservice/config/AWSBedrockConfigTest.java

LIKELY HUMAN-WRITTEN
8.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/config/DozerConfigTest.java

LIKELY HUMAN-WRITTEN
8.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/aws/AwsConfigTest.java

LIKELY HUMAN-WRITTEN
8.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/database/SecretsManagerService.java

LIKELY HUMAN-WRITTEN
8.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/security/user/UserContextPermissionsConfig.java

LIKELY HUMAN-WRITTEN
8.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/test/java/com/alpha/omega/formservice/config/WebClientConfigTest.java

LIKELY HUMAN-WRITTEN
8.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/enums/SubmissionTypeEnum.java

LIKELY HUMAN-WRITTEN
8.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/testing/playwright/playwright.config.ts

LIKELY HUMAN-WRITTEN
8.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/api/endpoints/permit-flow.ts

LIKELY HUMAN-WRITTEN
8.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/swagger/WebfluxConfigTest.java

LIKELY HUMAN-WRITTEN
8.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/enums/AddressComponentTypeEnum.java

LIKELY HUMAN-WRITTEN
8.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/enums/AddressTypeEnum.java

LIKELY HUMAN-WRITTEN
8.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/admin-app/.storybook/main.ts

LIKELY HUMAN-WRITTEN
8.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
60%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 15] Add operation: // Add path aliases to match vite.config.ts
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/.storybook/main.ts

LIKELY HUMAN-WRITTEN
8.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
60%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 15] Add operation: // Add path aliases to match vite.config.ts
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/repository/ApiKeyRepository.java

LIKELY HUMAN-WRITTEN
8.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/constant/Constant.java

LIKELY HUMAN-WRITTEN
8.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
50%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/service/SendEmailService.java

LIKELY HUMAN-WRITTEN
8.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/restapi-springmvc-demo/src/test/java/com/alpha/omega/restapi/SpringMvcDemoApplicationTests.java

LIKELY HUMAN-WRITTEN
8.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/mock-authentication-service/src/main/java/com/alpha/omega/mockauthentication/MockAuthenticationServiceApplication.java

LIKELY HUMAN-WRITTEN
8.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-fileupload/src/main/java/com/alpha/omega/fileupload/service/FileService.java

LIKELY HUMAN-WRITTEN
8.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-fileupload/src/main/java/com/alpha/omega/fileupload/service/AmazonService.java

LIKELY HUMAN-WRITTEN
8.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/dto/DocumentListResponseDto.java

LIKELY HUMAN-WRITTEN
8.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/org/springframework/cc/SpringTestParentApplicationContextExecutionListener.java

LIKELY HUMAN-WRITTEN
8.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/config/NotificationConfig.java

LIKELY HUMAN-WRITTEN
8.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/domain/Application.java

LIKELY HUMAN-WRITTEN
8.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/FormGroup/FormGroup.types.ts

LIKELY HUMAN-WRITTEN
8.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/indicators/FontAwesomeIcon/font-awesome-icon.types.ts

LIKELY HUMAN-WRITTEN
8.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/navigation/SideNav/index.ts

LIKELY HUMAN-WRITTEN
8.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/actions/ButtonGroup/ButtonGroup.types.ts

LIKELY HUMAN-WRITTEN
8.3% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/auth/src/hooks/index.ts

LIKELY HUMAN-WRITTEN
8.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/notification/listener/EmailNotificationListener.java

LIKELY HUMAN-WRITTEN
8.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/config/SqsProperties.java

LIKELY HUMAN-WRITTEN
8.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/domain/DocumentStatus.java

LIKELY HUMAN-WRITTEN
8.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/security/user/SecurityUser.java

LIKELY HUMAN-WRITTEN
8.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/security/user/UserContextPermissions.java

LIKELY HUMAN-WRITTEN
8.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/enums/FormTypeEnum.java

LIKELY HUMAN-WRITTEN
8.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/testing/playwright/tests/index.ts

LIKELY HUMAN-WRITTEN
8.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/PhoneInput/index.ts

LIKELY HUMAN-WRITTEN
8.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/RequiredFieldKey/index.ts

LIKELY HUMAN-WRITTEN
8.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/ErrorMessage/ErrorMessage.types.ts

LIKELY HUMAN-WRITTEN
8.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/navigation/Banner/Banner.types.ts

LIKELY HUMAN-WRITTEN
8.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/utils/index.ts

LIKELY HUMAN-WRITTEN
8.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/data/MetricTile/MetricTile.types.ts

LIKELY HUMAN-WRITTEN
8.1% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/admin-app/playwright.config.ts

LIKELY HUMAN-WRITTEN
8.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/playwright.config.ts

LIKELY HUMAN-WRITTEN
8.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/hooks/useSectionLookupHook.ts

LIKELY HUMAN-WRITTEN
8.1% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/main/java/com/alpha/omega/workflowengine/core/WorkflowException.java

LIKELY HUMAN-WRITTEN
8.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/main/java/com/alpha/omega/workflowengine/core/BatchTask.java

LIKELY HUMAN-WRITTEN
8.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/main/java/com/alpha/omega/workflowengine/statemachine/PipelineDefinition.java

LIKELY HUMAN-WRITTEN
8.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/notification/event/ApplicationSubmittedEvent.java

LIKELY HUMAN-WRITTEN
8.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/notification/event/ApplicationDecisionEvent.java

LIKELY HUMAN-WRITTEN
8.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/notification/event/StaffAssignedEvent.java

LIKELY HUMAN-WRITTEN
8.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/main/java/com/alpha/omega/chatservice/dto/MessageRequest.java

LIKELY HUMAN-WRITTEN
8.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/claim-service/src/main/java/com/alpha/omega/claim/constant/ClaimStatus.java

LIKELY HUMAN-WRITTEN
8.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/index.ts

LIKELY HUMAN-WRITTEN
8.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/test/java/com/alpha/omega/ocrservice/service/impl/KafkaProducerImplTest.java

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/main/java/com/alpha/omega/ocrservice/service/OcrService.java

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/service/PermitApplicationServiceTest.java

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/config/ApiKeyFilter.java

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/controller/PublicPermitController.java

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/task/submission/ApplicationValidationTask.java

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/test/java/com/alpha/omega/chatservice/config/CorsConfigTest.java

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/service/StatusDlqMonitorService.java

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
20%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/ConstantsTest.java

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/config/AWSMSKPropertiesTest.java

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/security/authentication/AuthenticationServiceAuthenticationManagerTest.java

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/dto/SpecialtyReport.java

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/config/NotificationProperties.java

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/repositories/AppointmentSpecification.java

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/client/dto/InsurancePolicyDto.java

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/test/java/com/alpha/omega/formservice/ApplicationTest.java

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/repository/DocumentMetadataRepository.java

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/data/DataTable/index.ts

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/index.ts

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

High DocumentationPerfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/slices/theme.slice.test.ts

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/api/endpoints/index.ts

LIKELY HUMAN-WRITTEN
7.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/eslint.config.js

LIKELY HUMAN-WRITTEN
7.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/eslint.config.js

LIKELY HUMAN-WRITTEN
7.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
30%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/main/java/com/alpha/omega/ocrservice/config/WebClientConfig.java

LIKELY HUMAN-WRITTEN
7.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-fileupload/src/main/java/com/alpha/omega/fileupload/config/WebClientConfig.java

LIKELY HUMAN-WRITTEN
7.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/dto/StatusMessageDto.java

LIKELY HUMAN-WRITTEN
7.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/Constants.java

LIKELY HUMAN-WRITTEN
7.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/main/java/com/alpha/omega/authentication/AuthenticationApplication.java

LIKELY HUMAN-WRITTEN
7.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/vite.config.ts

LIKELY HUMAN-WRITTEN
7.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/vitest.config.ts

LIKELY HUMAN-WRITTEN
7.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/vitest.d.ts

LIKELY HUMAN-WRITTEN
7.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
20%
🏗️ Code Structure
60%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/layout/ProcessList/index.ts

LIKELY HUMAN-WRITTEN
7.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
30%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/layout/StepIndicator/index.ts

LIKELY HUMAN-WRITTEN
7.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
30%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/layout/GridContainer/index.ts

LIKELY HUMAN-WRITTEN
7.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
30%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/complex-components/TimePicker/index.ts

LIKELY HUMAN-WRITTEN
7.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
30%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/complex-components/DatePicker/index.ts

LIKELY HUMAN-WRITTEN
7.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
30%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/admin-app/vite.config.ts

LIKELY HUMAN-WRITTEN
7.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/vite.config.ts

LIKELY HUMAN-WRITTEN
7.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/vite.config.ts

LIKELY HUMAN-WRITTEN
7.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/test/java/com/alpha/omega/authentication/AuthenticationApplicationTest.java

LIKELY HUMAN-WRITTEN
7.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
20%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
60%

🔍 Detected Patterns

💬 Obvious Comments
  • [Line 15] Test description: // This test passes if the Spring application context loads successful
👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human QuirksExplains Obvious Code

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/main/java/com/alpha/omega/ocrservice/exception/OcrConfigurationException.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/PermitFlowApplication.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/config/EventTypeLoader.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/domain/ApplicantInfo.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/repository/FamilyMemberRepository.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/repository/InsurancePolicyRepository.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/controller/errors/GlobalExceptionHandler.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/restapi-springmvc-demo/src/main/java/com/alpha/omega/restapi/SpringMvcDemoApplication.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-fileupload/src/main/java/com/alpha/omega/fileupload/AlphaOmegaFileUploadApplication.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-fileupload/src/main/java/com/alpha/omega/fileupload/exception/FileUploadException.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/main/java/com/alpha/omega/chatservice/exception/ChatProcessingException.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/test/java/com/alpha/omega/formfactory/FormFactoryServiceApplicationTests.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/exception/StatusMessageProcessingException.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/exception/DocumentProcessingException.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/exception/DocumentRepositoryException.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/exception/SqsServiceException.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/org/springframework/cc/ReactiveAuthenticationTestConfiguration.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/enums/FileUploadTypeTest.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/swagger/WebfluxConfig.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/swagger/SwaggerUiWebFluxConfigurer.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/swagger/EnabledWebfluxSwaggerCondition.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/security/jwt/SecurityReactiveJwtDecoder.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/security/user/UserContextPermissionsService.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/exception/SecretParsingException.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/exception/CannotValidateTokenException.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/service/ReportService.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/controller/errors/GlobalExceptionHandler.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/constant/Constant.java

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/storybook/utils/index.ts

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/ErrorMessage/index.ts

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/navigation/Footer/Footer.types.ts

LIKELY HUMAN-WRITTEN
7.2% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/service/StateMachineServiceTest.java

LIKELY HUMAN-WRITTEN
6.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/config/OpenApiConfig.java

LIKELY HUMAN-WRITTEN
6.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/task/submission/InsuranceVerificationTask.java

LIKELY HUMAN-WRITTEN
6.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/task/submission/ParkAvailabilityCheckTask.java

LIKELY HUMAN-WRITTEN
6.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/repository/EmailRecordRepository.java

LIKELY HUMAN-WRITTEN
6.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/swagger/SwaggerConfig.java

LIKELY HUMAN-WRITTEN
6.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/client/NotificationClient.java

LIKELY HUMAN-WRITTEN
6.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/layout/SubSection/SubSection.types.ts

LIKELY HUMAN-WRITTEN
6.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/layout/PageHeading/PageHeading.types.ts

LIKELY HUMAN-WRITTEN
6.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/actions/Link/index.ts

LIKELY HUMAN-WRITTEN
6.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/collections/CharacterCount/index.ts

LIKELY HUMAN-WRITTEN
6.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/data/Tag/Tag.types.ts

LIKELY HUMAN-WRITTEN
6.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/auth/src/providers/index.ts

LIKELY HUMAN-WRITTEN
6.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/.storybook/main.ts

LIKELY HUMAN-WRITTEN
6.9% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/contexts/useFormType.ts

LIKELY HUMAN-WRITTEN
6.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/hooks/useCurrentEmployee.ts

LIKELY HUMAN-WRITTEN
6.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/test/java/com/alpha/omega/workflowengine/autoconfigure/WorkflowEnginePropertiesTest.java

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/main/java/com/alpha/omega/workflowengine/core/Task.java

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/main/java/com/alpha/omega/workflowengine/strategy/NoOpTransitionStrategy.java

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/config/EventTypeConfigTest.java

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/config/EventTypeLoaderTest.java

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/task/review/FinalFeeAssessmentTaskTest.java

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/task/submission/ApplicationValidationTaskTest.java

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/task/submission/FeeCalculationTaskTest.java

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/service/ApiKeyServiceTest.java

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/main/java/com/alpha/omega/chatservice/service/ChatService.java

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/claim-service/src/main/java/com/alpha/omega/claim/dto/ClaimDto.java

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/enums/FileUploadType.java

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/dto/ProviderResponse.java

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/domain/AppointmentStatus.java

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/domain/VisitType.java

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/indicators/index.ts

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

High DocumentationPerfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/feedback/index.ts

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/actions/index.ts

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/auth/src/components/index.ts

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/slices/index.ts

LIKELY HUMAN-WRITTEN
6.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

High DocumentationPerfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/enums/EmailTypeEnum.java

LIKELY HUMAN-WRITTEN
6.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/dto/FormSubmissionResponse.java

LIKELY HUMAN-WRITTEN
6.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
30%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/main/java/com/alpha/omega/authentication/util/BootstrapUserCsvReader.java

LIKELY HUMAN-WRITTEN
6.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/shared/api/vitest.config.ts

LIKELY HUMAN-WRITTEN
6.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/shared-types.ts

LIKELY HUMAN-WRITTEN
6.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/RequiredMarker/index.ts

LIKELY HUMAN-WRITTEN
6.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/indicators/ProgressBar/index.ts

LIKELY HUMAN-WRITTEN
6.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/navigation/Header/index.ts

LIKELY HUMAN-WRITTEN
6.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
30%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/actions/ButtonGroup/index.ts

LIKELY HUMAN-WRITTEN
6.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/complex-components/ComboBox/index.ts

LIKELY HUMAN-WRITTEN
6.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
30%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/data/Accordion/index.ts

LIKELY HUMAN-WRITTEN
6.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/claim-service/src/main/java/com/alpha/omega/claim/exception/ResourceNotFoundException.java

LIKELY HUMAN-WRITTEN
6.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/task/review/FinalFeeAssessmentTask.java

LIKELY HUMAN-WRITTEN
6.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/mock-authentication-service/src/test/java/com/alpha/omega/mockauthentication/config/CorsConfigTest.java

LIKELY HUMAN-WRITTEN
6.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/swagger/SwaggerConfigTest.java

LIKELY HUMAN-WRITTEN
6.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/navigation/Banner/index.ts

LIKELY HUMAN-WRITTEN
6.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/admin-app/vitest.config.ts

LIKELY HUMAN-WRITTEN
6.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/admin-app/src/vite-env.d.ts

LIKELY HUMAN-WRITTEN
6.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
30%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

High DocumentationLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/vitest.config.ts

LIKELY HUMAN-WRITTEN
6.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/user-app/src/vite-env.d.ts

LIKELY HUMAN-WRITTEN
6.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
30%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

High DocumentationLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/vite-env.d.ts

LIKELY HUMAN-WRITTEN
6.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
30%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

High DocumentationLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/main/java/com/alpha/omega/ocrservice/config/AwsConfig.java

LIKELY HUMAN-WRITTEN
5.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/controller/errors/UnauthorizedAccessException.java

LIKELY HUMAN-WRITTEN
5.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/main/java/com/alpha/omega/chatservice/config/AWSBedrockConfig.java

LIKELY HUMAN-WRITTEN
5.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/config/AwsProperties.java

LIKELY HUMAN-WRITTEN
5.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/swagger/SwaggerUiWebFluxConfigurerTest.java

LIKELY HUMAN-WRITTEN
5.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/enums/DocumentTypeEnum.java

LIKELY HUMAN-WRITTEN
5.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
50%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/aws/AwsConfig.java

LIKELY HUMAN-WRITTEN
5.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/controller/errors/UnauthorizedAccessException.java

LIKELY HUMAN-WRITTEN
5.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/main/java/com/alpha/omega/authentication/config/WebClientConfig.java

LIKELY HUMAN-WRITTEN
5.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/jest-axe.d.ts

LIKELY HUMAN-WRITTEN
5.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/layout/Section/Section.types.ts

LIKELY HUMAN-WRITTEN
5.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/layout/GridContainer/GridContainer.types.ts

LIKELY HUMAN-WRITTEN
5.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/layout/SummaryBox/SummaryBox.types.ts

LIKELY HUMAN-WRITTEN
5.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/layout/SummaryBox/index.ts

LIKELY HUMAN-WRITTEN
5.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/indicators/FontAwesomeIcon/index.ts

LIKELY HUMAN-WRITTEN
5.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments
  • No common abbreviations (cfg, ctx, env, msg, etc.)

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/navigation/index.ts

LIKELY HUMAN-WRITTEN
5.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/complex-components/index.ts

LIKELY HUMAN-WRITTEN
5.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/data/Accordion/Accordion.types.ts

LIKELY HUMAN-WRITTEN
5.8% AI
Confidence: MEDIUM-HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
100%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Modern Syntax HeavyLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/auth/src/utils/index.ts

LIKELY HUMAN-WRITTEN
5.8% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/com/alpha/omega/cc/common/security/jwt/SecurityReactiveJwtDecoderTest.java

LIKELY HUMAN-WRITTEN
5.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/EnableCommonConfig.java

LIKELY HUMAN-WRITTEN
5.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/config/EnableDozer.java

LIKELY HUMAN-WRITTEN
5.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/config/EnableKafka.java

LIKELY HUMAN-WRITTEN
5.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
40%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human QuirksFlawless Formatting

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/test/java/com/alpha/omega/workflowengine/core/WorkflowExceptionTest.java

LIKELY HUMAN-WRITTEN
5.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/test/java/com/alpha/omega/workflowengine/strategy/NoOpTransitionStrategyTest.java

LIKELY HUMAN-WRITTEN
5.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/workflow-engine/src/main/java/com/alpha/omega/workflowengine/strategy/TransitionStrategy.java

LIKELY HUMAN-WRITTEN
5.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/service/UserProfileService.java

LIKELY HUMAN-WRITTEN
5.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/notification-service/src/main/java/com/alpha/omega/notificationservice/exception/EmailSendException.java

LIKELY HUMAN-WRITTEN
5.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-factory-service/src/main/java/com/alpha/omega/formfactory/exception/S3ServiceException.java

LIKELY HUMAN-WRITTEN
5.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/config/EnableSecurityConfig.java

LIKELY HUMAN-WRITTEN
5.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/controller/ProviderController.java

LIKELY HUMAN-WRITTEN
5.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/collections/index.ts

LIKELY HUMAN-WRITTEN
5.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/.storybook/preview.ts

LIKELY HUMAN-WRITTEN
5.4% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/ocr-service/src/main/java/com/alpha/omega/ocrservice/service/KafkaProducer.java

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/controller/ApiKeyController.java

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/constant/RelationToEmployee.java

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/employee-service/src/main/java/com/alpha/omega/employeeservice/constant/InsurancePolicyStatus.java

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/main/java/com/alpha/omega/chatservice/config/AWSTranslateConfig.java

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/main/java/com/alpha/omega/formservice/service/KafkaProducer.java

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/Form/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/Radio/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/TextInput/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/FormGroup/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/Checkbox/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/Label/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/TextArea/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/forms/Select/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/layout/SubSection/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/layout/PageHeading/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/indicators/Alert/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/indicators/Spinner/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/indicators/Icon/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/navigation/Breadcrumb/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Verbose NamingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/feedback/Tooltip/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/feedback/Modal/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/actions/Button/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/collections/Pagination/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/collections/Search/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/data/MetricTile/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/data/Tag/index.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
40%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Perfect FormattingLacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/src/hooks/useDrawerHook.ts

LIKELY HUMAN-WRITTEN
5.2% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/config/EventTypeConfig.java

LIKELY HUMAN-WRITTEN
4.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/task/review/ReviewDecisionValidationTask.java

LIKELY HUMAN-WRITTEN
4.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
30%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/test/java/org/springframework/cc/SpringSecurityVersions.java

LIKELY HUMAN-WRITTEN
4.6% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/domain/StateTransitionLogTest.java

LIKELY HUMAN-WRITTEN
4.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/domain/ApiKeyTest.java

LIKELY HUMAN-WRITTEN
4.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/restapi-springmvc-demo/src/main/java/com/alpha/omega/restapi/repository/UserRepository.java

LIKELY HUMAN-WRITTEN
4.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/chat-service/src/main/java/com/alpha/omega/chatservice/repository/ChatRepository.java

LIKELY HUMAN-WRITTEN
4.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/claim-service/src/main/java/com/alpha/omega/claim/repository/ClaimRepository.java

LIKELY HUMAN-WRITTEN
4.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/database/EnableDatabase.java

LIKELY HUMAN-WRITTEN
4.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/swagger/EnableWebFluxSwagger.java

LIKELY HUMAN-WRITTEN
4.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/config/DozerConfig.java

LIKELY HUMAN-WRITTEN
4.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/alpha-omega-cc-common/src/main/java/com/alpha/omega/cc/common/exception/ErrorResponse.java

LIKELY HUMAN-WRITTEN
4.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/test/java/com/alpha/omega/vaservice/config/NotificationPropertiesTest.java

LIKELY HUMAN-WRITTEN
4.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
20%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/config/RestTemplateConfig.java

LIKELY HUMAN-WRITTEN
4.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/test/java/com/alpha/omega/formservice/service/impl/KafkaProducerImplTest.java

LIKELY HUMAN-WRITTEN
4.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/authentication/src/main/java/com/alpha/omega/authentication/security/awscognito/EnableAWSCognito.java

LIKELY HUMAN-WRITTEN
4.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/layout/Section/index.ts

LIKELY HUMAN-WRITTEN
4.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/navigation/Footer/index.ts

LIKELY HUMAN-WRITTEN
4.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/apps/admin-app/src/store.ts

LIKELY HUMAN-WRITTEN
4.3% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
20%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/main/java/com/alpha/omega/permitflow/config/CorsConfig.java

LIKELY HUMAN-WRITTEN
4.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
20%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/mock-authentication-service/src/main/java/com/alpha/omega/mockauthentication/domain/TokenInfo.java

LIKELY HUMAN-WRITTEN
4.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
20%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/dto/ProviderRequest.java

LIKELY HUMAN-WRITTEN
4.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/dto/HealthRecordRequest.java

LIKELY HUMAN-WRITTEN
4.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/dto/AvailableAppointmentsRequest.java

LIKELY HUMAN-WRITTEN
4.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/form-service/src/test/java/com/alpha/omega/formservice/config/TestDatabaseConfig.java

LIKELY HUMAN-WRITTEN
4.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/.storybook/main.ts

LIKELY HUMAN-WRITTEN
4.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/auth/src/types/index.ts

LIKELY HUMAN-WRITTEN
4.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/redux/vitest.config.ts

LIKELY HUMAN-WRITTEN
4.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/frontend/cypress.config.ts

LIKELY HUMAN-WRITTEN
4.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
20%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/task/submission/ReviewerAssignmentTaskTest.java

LIKELY HUMAN-WRITTEN
3.5% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
50%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/notification/listener/EmailNotificationListenerTest.java

LIKELY HUMAN-WRITTEN
2.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
50%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/va-service/src/main/java/com/alpha/omega/vaservice/dto/EmployeeResponse.java

LIKELY HUMAN-WRITTEN
2.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/layout/Grid/index.ts

LIKELY HUMAN-WRITTEN
2.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/design-framework/src/components/data/Charts/index.ts

LIKELY HUMAN-WRITTEN
2.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/auth/vitest.config.ts

LIKELY HUMAN-WRITTEN
2.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/clients/common/react/auth/src/config/index.ts

LIKELY HUMAN-WRITTEN
2.9% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
50%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/task/review/DecisionNotificationTaskTest.java

LIKELY HUMAN-WRITTEN
1.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/task/submission/ApplicantNotificationTaskTest.java

LIKELY HUMAN-WRITTEN
1.7% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
30%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/task/submission/InsuranceVerificationTaskTest.java

LIKELY HUMAN-WRITTEN
0.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks

📄 /Users/robertbrown/CODE/ai-code-scan/services/alpha-omega-cc-parent/permitflow-service/src/test/java/com/alpha/omega/permitflow/task/submission/ParkAvailabilityCheckTaskTest.java

LIKELY HUMAN-WRITTEN
0.0% AI
Confidence: HIGH

📊 Detection Dimensions (16 Total)

📝 Naming Patterns
0%
💬 Comment Style
0%
🏗️ Code Structure
0%
🧩 Complexity
0%
🛡️ Error Handling
0%
📖 Documentation
0%
✨ Formatting
0%
🚀 Modern Syntax
0%
🔍 Enhanced Comments
0%
🔒 Defensive Coding
0%
📚 Textbook Patterns
0%
📦 Over-Modularization
0%
🎯 Perfect Consistency
0%
👤 Contextual Quirks
0%
💎 Formatting Perfection
0%
🔔 Obvious Comments
0%

🔍 Detected Patterns

👤 Missing Human Quirks
  • No TODO/FIXME/HACK/NOTE/XXX comments
  • No temporary variable names (tmp, temp, foo, bar)
  • No debugging statements (print, console.log)
  • No commented-out code
  • No magic numbers with inline comments

🎯 Key Indicators

Lacks Human Quirks